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A Weakly Supervised WordNet-Guided Deep Learning Approach to Extracting Aspect Terms from Online Reviews

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Learning multiple layers of knowledge representation for aspect based sentiment analysis
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Feature selection for sentiment analysis based on content and syntax models
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Ratings lead you to the product, reviews help you clinch it? The mediating role of online review sentiments on product sales
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Understanding the determinants of online review helpfulness: A meta-analytic investigation
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Decision support from financial disclosures with deep neural networks and transfer learning
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Disentangling consumer recommendations: Explaining and predicting airline recommendations based on online reviews
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Ontology-based semantic similarity: A new feature-based approach
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Feature-based opinion mining through ontologies
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A multi-label classification based approach for sentiment classification
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Incorporating knowledge into neural network for text representation
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Forecasting the volatility of stock price index: A hybrid model integrating LSTM with multiple GARCH-type models
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Deep Learning for Aspect-Based Sentiment Analysis: A Comparative Review
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RubE: Rule-based methods for extracting product features from online consumer reviews
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The effect of online reviews on product sales: A joint sentiment-topic analysis
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Comparing and combining chunkers of biomedical text
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How Online Product Reviews Affect Retail Sales: A Meta-analysis
inferredcites →https://doi.org/10.1016/j.knosys.2016.06.009openalex-snapshot
Aspect extraction for opinion mining with a deep convolutional neural network
inferredcites →https://doi.org/10.1016/j.knosys.2017.03.020openalex-snapshot
Feature selection and ensemble construction: A two-step method for aspect based sentiment analysis
inferredcites →https://doi.org/10.1016/j.knosys.2018.01.019openalex-snapshot
A hybrid unsupervised method for aspect term and opinion target extraction
inferredcites →https://doi.org/10.1016/j.knosys.2018.04.006openalex-snapshot
Sentiment classification with word localization based on weakly supervised learning with a convolutional neural network
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An extensive experimental comparison of methods for multi-label learning
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Analysing forward-looking statements in initial public offering prospectuses: a text analytics approach
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Approaches to Cross-Domain Sentiment Analysis: A Systematic Literature Review
inferredcites →https://doi.org/10.1109/tkde.2010.163openalex-snapshot
Automatic Enrichment of Semantic Relation Network and Its Application to Word Sense Disambiguation
inferredcites →https://doi.org/10.1109/tkde.2017.2669027openalex-snapshot
Analyzing Sentiments in One Go: A Supervised Joint Topic Modeling Approach
inferredcites →https://doi.org/10.1109/tkde.2017.2756658openalex-snapshot
Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis
inferredcites →https://doi.org/10.1111/j.1540-6261.2010.01625.xopenalex-snapshot
When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks
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Proceedings of the 25th international conference on Machine learning - ICML '08
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Word sense disambiguation
inferredcites →https://doi.org/10.1145/219717.219748openalex-snapshot
WordNet
inferredcites →https://doi.org/10.1145/2948072openalex-snapshot
Discovering Finance Keywords via Continuous-Space Language Models
inferredcites →https://doi.org/10.1145/3052770openalex-snapshot
Encoding Syntactic Knowledge in Neural Networks for Sentiment Classification
inferredcites →https://doi.org/10.1145/3053381openalex-snapshot
Statistical Learning of Domain-Specific Quality-of-Service Features from User Reviews
inferredcites →https://doi.org/10.1145/3091108openalex-snapshot
Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings
inferredcites →https://doi.org/10.1145/3185045openalex-snapshot
The State-of-the-Art in Twitter Sentiment Analysis
inferredcites →https://doi.org/10.1145/3309546openalex-snapshot
Attentive Aspect Modeling for Review-Aware Recommendation
inferredcites →https://doi.org/10.1287/mnsc.1110.1370openalex-snapshot
Deriving the Pricing Power of Product Features by Mining Consumer Reviews
inferredcites →https://doi.org/10.14778/2977797.2977801openalex-snapshot
WarpLDA
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Proceedings of the 57th Hawaii International Conference on System Sciences
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Proceedings of the 2003 conference on Empirical methods in natural language processing -
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Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics - ACL '04
inferredcites →https://doi.org/10.3115/1613715openalex-snapshot
Proceedings of the Conference on Empirical Methods in Natural Language Processing - EMNLP '08
inferredcites →https://doi.org/10.48550/arxiv.1301.3781openalex-snapshot
Efficient Estimation of Word Representations in Vector Space
inferredcites →https://doi.org/10.48550/arxiv.1801.00631openalex-snapshot
Deep Learning: A Critical Appraisal
inferredcites →https://doi.org/10.5555/2817174.2876374openalex-snapshot
Learning semantic hierarchies
inferredcites →https://doi.org/10.7551/mitpress/7287.003.0018openalex-snapshot
Combining Local Context and WordNet Similarity for Word Sense Identification

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-981-16-2641-8_19openalex-snapshot
Enriching WordNet with Subject Specific Out of Vocabulary Terms Using Existing Ontology
inferred← citeshttps://doi.org/10.1007/s10462-024-11071-zopenalex-snapshot
Textual variations in social media text processing applications: challenges, solutions, and trends
inferred← citeshttps://doi.org/10.1007/s10796-026-10715-5openalex-snapshot
Toward a Knowledge Discovery Method to Fake Review Detection
inferred← citeshttps://doi.org/10.1016/j.inffus.2023.102143openalex-snapshot
Aspect-level sentiment analysis based on aspect-sentence graph convolution network
inferred← citeshttps://doi.org/10.1016/j.ipm.2021.102729openalex-snapshot
Aspect-Based Pair-Wise Opinion Generation in Chinese automotive reviews: Design of the task, dataset and model
inferred← citeshttps://doi.org/10.1016/j.jii.2024.100759openalex-snapshot
Towards cognitive intelligence-enabled product design: The evolution, state-of-the-art, and future of AI-enabled product design
inferred← citeshttps://doi.org/10.1145/3451357openalex-snapshot
DSSAE: Deep Stacked Sparse Autoencoder Analytical Model for COVID-19 Diagnosis by Fractional Fourier Entropy
inferred← citeshttps://doi.org/10.32604/cmc.2021.016727openalex-snapshot
Suggestion Mining from Opinionated Text of Big Social Media Data
inferred← citeshttps://doi.org/10.32604/cmc.2024.048486openalex-snapshot
Aspect-Level Sentiment Analysis Based on Deep Learning
inferred← citeshttps://doi.org/10.33965/icwi_ac2021_202109l001openalex-snapshot
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